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储能系统技术
★ 5.0
受控环境农业场所中结合热电联产的能源调度优化:能源利用、储能及市场外输对运营成本的影响
Energy dispatch optimization at Controlled Environment Agriculture sites with CHP: How energy utilization, storage, and market exports impact operational costs
| 作者 | Jacob C.Seile · Gregory Pavla · James D.Freihau |
| 期刊 | Energy Conversion and Management |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 332 卷 |
| 技术分类 | 储能系统技术 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | An energy dispatch model with CHP and auxiliary technologies is proposed for CEA. |
语言:
中文摘要
摘要 受控环境农业(Controlled Environment Agriculture, CEA)为食品行业提供了可持续发展的解决方案,但由于能耗较高,仍面临显著的经济与环境挑战。结合热能存储、电池储能、吸收式制冷和碳捕集等技术的热电联产(Combined Heat and Power, CHP)系统,能够提升CEA设施的运行效率与整体性能。在智能电网应用中,CHP作为可调度能源资源,还可增强电网的可靠性与韧性。然而,CHP在CEA中作为能源与二氧化碳双重供给源的作用尚未得到充分研究,尤其是在多种储能与利用技术协同下,如何优化能源调度以平衡运营成本与环境影响方面仍有待深入探讨。本文提出了一种多目标混合整数线性规划模型,用于优化集成CHP及辅助技术的CEA场所能源调度方案。通过对一个模拟的25英亩番茄温室进行案例研究,评估了不同技术组合下的成本最优情景。此外,分析还通过调整电力外输能力与市场价格因素,考察了参与能源市场的潜在效益。结果表明,在各类辅助技术中,用于供暖的热能存储表现出更优的性能。相较于基准技术,集成CHP与热能存储可使能源采购成本降低18.94%,同时将运营相关的排放(范围1与范围2)减少24.34%。进一步地,在包含CHP、热能存储与电池储能的情景中参与电力市场,相比不进行电力外输的情景,可实现收益创收,并使净成本进一步降低7.05%。本研究为CEA行业提供了一种系统性的方法,用以评估并最优整合CHP及其辅助技术,从而降低成本、减少排放,并探索参与能源市场的可行性路径。
English Abstract
Abstract Controlled Environment Agriculture (CEA) offers sustainable solutions for the food industry but faces significant financial and environmental challenges due to high energy demands. Combined Heat and Power (CHP) systems, enhanced with technologies like thermal and battery storage, absorption cooling , and carbon capture, can improve efficiency and performance of CEA facilities. In smart grid applications, CHP also enhances grid reliability and resiliency as a dispatchable energy resource. The role of CHP as a dual source of energy and CO 2 in CEA remains underexplored, particularly in terms of optimizing energy dispatch across multiple storage and utilization technologies to balance operational costs and environmental impacts. This paper presents a multi-objective mixed-integer linear program for optimizing energy dispatch at CEA sites, incorporating CHP and auxiliary technologies. A case study of a modeled 25-acre tomato greenhouse evaluates cost-optimized scenarios across different technology combinations. Furthermore, the analysis examines market participation by varying electricity export capabilities and market price factors. Results show that thermal energy storage for heating delivers superior performance compared to other auxiliary technologies. Integrating CHP and thermal storage reduces energy procurement costs by 18.94% and operational emissions (scope 1 & 2) by 24.34% compared to baseline technologies. Moreover, market participation in a scenario with CHP, thermal storage , and batteries demonstrates the potential to generate revenue and reduce net costs by 7.05% compared to scenarios without electricity exports. This study offers the CEA industry a comprehensive approach to evaluating and optimally integrating CHP with auxiliary technologies to reduce costs, lower emissions, and explore opportunities for energy market participation.
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SunView 深度解读
该CEA能源优化研究对阳光电源储能系统具有重要启示。研究证实热储能与电池储能协同可降低18.94%能源成本,这与我司PowerTitan储能系统的多能互补理念高度契合。ST系列PCS可通过GFM控制技术实现CHP系统与储能的协调调度,优化电热冷三联供场景。研究中的电力市场参与策略可为iSolarCloud平台增加削峰填谷与需量管理算法模块,拓展农业设施微网等新兴应用场景,提升储能系统经济性与电网友好性。